BangloreHousePrediction/server/app.py

from flask import Flask, request, jsonify
import util

app = Flask(__name__)

@app.route('/get_location_names', methods=['GET'])
def get_location_names():
    locations = util.get_location_names()
    print(f"Locations fetched: {locations}")
    response = jsonify({
        'locations': locations
    })
    response.headers.add('Access-Control-Allow-Origin', '*')
    return response

@app.route('/predict_home_price', methods=['POST'])
def predict_home_price():
    total_sqft = float(request.form['total_sqft'])
    location = request.form['location']
    bhk = int(request.form['bhk'])
    bath = int(request.form['bath'])

    estimated_price = util.get_estimated_price(location, total_sqft, bhk, bath)
    print(f"Estimated price calculated: {estimated_price}")
    
    response = jsonify({
        'estimated_price': estimated_price
    })
    response.headers.add('Access-Control-Allow-Origin', '*')
    return response

if __name__ == "__main__":
    print("Starting...")
    util.load_saved_artifacts()
    app.run()